OBJECTIVES: I. Determine the response rate of patients with relapsed or refractory stage II or III multiple myeloma treated with arsenic trioxide. II. Determine the overall and relapse-free survival rates of patients treated with this drug. III. Determine the safety profile of this drug in these patients.